Pith Number

pith:OUBCKCEJ

pith:2024:OUBCKCEJX2QFBYPY4R55VA6I25

not attested not anchored not stored refs pending

Mean Field Correlated Imitation Learning

Haifeng Zhang, Jun Wang, Ning Yang, Qirui Mi, Xue Yan, Yaodong Yang, Zhiyu Zhao

arxiv:2404.09324 v2 · 2024-04-14 · cs.MA

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OUBCKCEJX2QFBYPY4R55VA6I25}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework

Receipt and verification

First computed	2026-07-05T09:15:09.730816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7502250889bea050e1f8e47bda83c8d77c8f500168dca6b138a522787d77980f

Aliases

arxiv: 2404.09324 · arxiv_version: 2404.09324v2 · doi: 10.48550/arxiv.2404.09324 · pith_short_12: OUBCKCEJX2QF · pith_short_16: OUBCKCEJX2QFBYPY · pith_short_8: OUBCKCEJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OUBCKCEJX2QFBYPY4R55VA6I25 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 7502250889bea050e1f8e47bda83c8d77c8f500168dca6b138a522787d77980f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7eec19ed5c724133b90bf7acfd408bb65e3fc8e44d8f54fee0fcdcbaf6f2bee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-04-14T18:51:50Z",
    "title_canon_sha256": "380cd53c19d7551795791df0c19d4fd9a1e5c28a599b2aebcfb9b8e5230ee950"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.09324",
    "kind": "arxiv",
    "version": 2
  }
}